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2020 – today
- 2024
[j5]Ilyas Ozer, Ali Can Karaca, Caner Kaya Ozer, Kutlucan Gorur, Ismail Kocak
, Onursal Cetin:
The exploration of the transfer learning technique for Globotruncanita genus against the limited low-cost light microscope images. Signal Image Video Process. 18(8-9): 6363-6377 (2024)- 2023
- [j4]Ilyas Ozer, Caner Kaya Ozer, Ali Can Karaca, Kutlucan Gorur, Ismail Kocak, Onursal Cetin:
Species-level microfossil identification for globotruncana genus using hybrid deep learning algorithms from the scratch via a low-cost light microscope imaging. Multim. Tools Appl. 82(9): 13689-13718 (2023) - 2021
- [j3]Ilyas Ozer:
Pseudo-colored rate map representation for speech emotion recognition. Biomed. Signal Process. Control. 66: 102502 (2021) - [j2]Ilyas Ozer, Onursal Cetin, Kutlucan Gorur, Feyzullah Temurtas:
Improved machine learning performances with transfer learning to predicting need for hospitalization in arboviral infections against the small dataset. Neural Comput. Appl. 33(21): 14975-14989 (2021)
2010 – 2019
- 2018
- [b1]Ilyas Ozer:
Silah seslerinin konvolüsyonel yapay sinir ağları ile sınıflandırılması ve atıcı konum tespitinin yapılması (Classification of weapon sounds with convolutional neural networks and detection of shooter location). Karabük University, Turkey, 2018 - [j1]Ilyas Ozer, Zeynep Ozer, Oguz Findik:
Noise robust sound event classification with convolutional neural network. Neurocomputing 272: 505-512 (2018)
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